載入...

Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error

BACKGROUND: Here, we outline a method of applying existing machine learning (ML) approaches to aid citation screening in an on-going broad and shallow systematic review of preclinical animal studies. The aim is to achieve a high-performing algorithm comparable to human screening that can reduce huma...

全面介紹

Na minha lista:
書目詳細資料
發表在:Syst Rev
Main Authors: Bannach-Brown, Alexandra, Przybyła, Piotr, Thomas, James, Rice, Andrew S. C., Ananiadou, Sophia, Liao, Jing, Macleod, Malcolm Robert
格式: Artigo
語言:Inglês
出版: BioMed Central 2019
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC6334440/
https://ncbi.nlm.nih.gov/pubmed/30646959
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13643-019-0942-7
標簽: 添加標簽
沒有標簽, 成為第一個標記此記錄!